Overview
Brought to you by YData
Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 30000 |
| Missing cells | 339762 |
| Missing cells (%) | 37.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.9 MiB |
| Average record size in memory | 240.0 B |
Variable types
| Text | 2 |
|---|---|
| Categorical | 1 |
| DateTime | 1 |
| Numeric | 26 |
continent is highly overall correlated with weekly_hosp_admissions and 3 other fields | High correlation |
hosp_patients is highly overall correlated with hosp_patients_per_million and 21 other fields | High correlation |
hosp_patients_per_million is highly overall correlated with hosp_patients and 18 other fields | High correlation |
icu_patients is highly overall correlated with hosp_patients and 21 other fields | High correlation |
icu_patients_per_million is highly overall correlated with hosp_patients and 18 other fields | High correlation |
new_cases is highly overall correlated with hosp_patients and 21 other fields | High correlation |
new_cases_per_million is highly overall correlated with hosp_patients and 22 other fields | High correlation |
new_cases_smoothed is highly overall correlated with hosp_patients and 21 other fields | High correlation |
new_cases_smoothed_per_million is highly overall correlated with hosp_patients and 22 other fields | High correlation |
new_deaths is highly overall correlated with hosp_patients and 19 other fields | High correlation |
new_deaths_per_million is highly overall correlated with hosp_patients and 18 other fields | High correlation |
new_deaths_smoothed is highly overall correlated with hosp_patients and 21 other fields | High correlation |
new_deaths_smoothed_per_million is highly overall correlated with hosp_patients and 18 other fields | High correlation |
new_tests is highly overall correlated with hosp_patients and 18 other fields | High correlation |
new_tests_per_thousand is highly overall correlated with new_cases_per_million and 7 other fields | High correlation |
new_tests_smoothed is highly overall correlated with hosp_patients and 18 other fields | High correlation |
total_cases is highly overall correlated with hosp_patients and 21 other fields | High correlation |
total_cases_per_million is highly overall correlated with hosp_patients and 21 other fields | High correlation |
total_deaths is highly overall correlated with hosp_patients and 19 other fields | High correlation |
total_deaths_per_million is highly overall correlated with hosp_patients and 23 other fields | High correlation |
total_tests is highly overall correlated with hosp_patients and 17 other fields | High correlation |
total_tests_per_thousand is highly overall correlated with new_cases_per_million and 8 other fields | High correlation |
weekly_hosp_admissions is highly overall correlated with continent and 22 other fields | High correlation |
weekly_hosp_admissions_per_million is highly overall correlated with continent and 18 other fields | High correlation |
weekly_icu_admissions is highly overall correlated with continent and 19 other fields | High correlation |
weekly_icu_admissions_per_million is highly overall correlated with continent and 22 other fields | High correlation |
continent has 1836 (6.1%) missing values | Missing |
total_cases has 695 (2.3%) missing values | Missing |
new_cases has 693 (2.3%) missing values | Missing |
new_cases_smoothed has 1046 (3.5%) missing values | Missing |
total_deaths has 3494 (11.6%) missing values | Missing |
new_deaths has 3425 (11.4%) missing values | Missing |
new_deaths_smoothed has 1046 (3.5%) missing values | Missing |
total_cases_per_million has 695 (2.3%) missing values | Missing |
new_cases_per_million has 693 (2.3%) missing values | Missing |
new_cases_smoothed_per_million has 1046 (3.5%) missing values | Missing |
total_deaths_per_million has 3494 (11.6%) missing values | Missing |
new_deaths_per_million has 3425 (11.4%) missing values | Missing |
new_deaths_smoothed_per_million has 1046 (3.5%) missing values | Missing |
reproduction_rate has 5859 (19.5%) missing values | Missing |
icu_patients has 25716 (85.7%) missing values | Missing |
icu_patients_per_million has 25716 (85.7%) missing values | Missing |
hosp_patients has 25739 (85.8%) missing values | Missing |
hosp_patients_per_million has 25739 (85.8%) missing values | Missing |
weekly_icu_admissions has 29796 (99.3%) missing values | Missing |
weekly_icu_admissions_per_million has 29796 (99.3%) missing values | Missing |
weekly_hosp_admissions has 29523 (98.4%) missing values | Missing |
weekly_hosp_admissions_per_million has 29523 (98.4%) missing values | Missing |
new_tests has 18053 (60.2%) missing values | Missing |
total_tests has 18690 (62.3%) missing values | Missing |
total_tests_per_thousand has 18690 (62.3%) missing values | Missing |
new_tests_per_thousand has 18053 (60.2%) missing values | Missing |
new_tests_smoothed has 16235 (54.1%) missing values | Missing |
new_tests is highly skewed (γ1 = 102.2882637) | Skewed |
new_tests_per_thousand is highly skewed (γ1 = 99.66245554) | Skewed |
new_tests_smoothed is highly skewed (γ1 = 25.44904557) | Skewed |
new_cases has 6325 (21.1%) zeros | Zeros |
new_cases_smoothed has 1268 (4.2%) zeros | Zeros |
new_deaths has 10716 (35.7%) zeros | Zeros |
new_deaths_smoothed has 7752 (25.8%) zeros | Zeros |
new_cases_per_million has 6325 (21.1%) zeros | Zeros |
new_cases_smoothed_per_million has 1279 (4.3%) zeros | Zeros |
new_deaths_per_million has 10718 (35.7%) zeros | Zeros |
new_deaths_smoothed_per_million has 7913 (26.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-02-08 07:12:53.944247 |
|---|---|
| Analysis finished | 2025-02-08 07:13:34.037519 |
| Duration | 40.09 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
iso_code
Text
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 234.5 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 3.306 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AFG |
|---|---|
| 2nd row | AFG |
| 3rd row | AFG |
| 4th row | AFG |
| 5th row | AFG |
| Value | Count | Frequency (%) |
| arg | 486 | 1.6% |
| owid_asi | 465 | 1.6% |
| chn | 465 | 1.6% |
| owid_eur | 464 | 1.5% |
| owid_eun | 464 | 1.5% |
| fra | 463 | 1.5% |
| aus | 461 | 1.5% |
| can | 461 | 1.5% |
| deu | 460 | 1.5% |
| khm | 460 | 1.5% |
| Other values (67) | 25351 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 9327 | 9.4% |
| A | 9269 | 9.3% |
| C | 7305 | 7.4% |
| R | 6588 | 6.6% |
| D | 6490 | 6.5% |
| I | 5764 | 5.8% |
| E | 5652 | 5.7% |
| O | 5220 | 5.3% |
| G | 5105 | 5.1% |
| N | 4389 | 4.4% |
| Other values (16) | 34071 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 99180 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 9327 | 9.4% |
| A | 9269 | 9.3% |
| C | 7305 | 7.4% |
| R | 6588 | 6.6% |
| D | 6490 | 6.5% |
| I | 5764 | 5.8% |
| E | 5652 | 5.7% |
| O | 5220 | 5.3% |
| G | 5105 | 5.1% |
| N | 4389 | 4.4% |
| Other values (16) | 34071 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 99180 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 9327 | 9.4% |
| A | 9269 | 9.3% |
| C | 7305 | 7.4% |
| R | 6588 | 6.6% |
| D | 6490 | 6.5% |
| I | 5764 | 5.8% |
| E | 5652 | 5.7% |
| O | 5220 | 5.3% |
| G | 5105 | 5.1% |
| N | 4389 | 4.4% |
| Other values (16) | 34071 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 99180 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 9327 | 9.4% |
| A | 9269 | 9.3% |
| C | 7305 | 7.4% |
| R | 6588 | 6.6% |
| D | 6490 | 6.5% |
| I | 5764 | 5.8% |
| E | 5652 | 5.7% |
| O | 5220 | 5.3% |
| G | 5105 | 5.1% |
| N | 4389 | 4.4% |
| Other values (16) | 34071 |
continent
Categorical
High correlation Missing
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1836 |
| Missing (%) | 6.1% |
| Memory size | 234.5 KiB |
| Africa | |
|---|---|
| Europe | |
| North America | |
| Asia | |
| South America |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 7.5220494 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Asia |
|---|---|
| 2nd row | Asia |
| 3rd row | Asia |
| 4th row | Asia |
| 5th row | Asia |
Common Values
| Value | Count | Frequency (%) |
| Africa | 9040 | |
| Europe | 6641 | |
| North America | 4552 | |
| Asia | 4334 | |
| South America | 2679 | 8.9% |
| Oceania | 918 | 3.1% |
| (Missing) | 1836 | 6.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| africa | 9040 | |
| america | 7231 | |
| europe | 6641 | |
| north | 4552 | |
| asia | 4334 | |
| south | 2679 | 7.6% |
| oceania | 918 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 27464 | |
| a | 22441 | |
| i | 21523 | |
| A | 20605 | |
| c | 17189 | 8.1% |
| e | 14790 | 7.0% |
| o | 13872 | 6.5% |
| u | 9320 | 4.4% |
| f | 9040 | 4.3% |
| 7231 | 3.4% | |
| Other values (10) | 48376 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 211851 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 27464 | |
| a | 22441 | |
| i | 21523 | |
| A | 20605 | |
| c | 17189 | 8.1% |
| e | 14790 | 7.0% |
| o | 13872 | 6.5% |
| u | 9320 | 4.4% |
| f | 9040 | 4.3% |
| 7231 | 3.4% | |
| Other values (10) | 48376 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 211851 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 27464 | |
| a | 22441 | |
| i | 21523 | |
| A | 20605 | |
| c | 17189 | 8.1% |
| e | 14790 | 7.0% |
| o | 13872 | 6.5% |
| u | 9320 | 4.4% |
| f | 9040 | 4.3% |
| 7231 | 3.4% | |
| Other values (10) | 48376 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 211851 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 27464 | |
| a | 22441 | |
| i | 21523 | |
| A | 20605 | |
| c | 17189 | 8.1% |
| e | 14790 | 7.0% |
| o | 13872 | 6.5% |
| u | 9320 | 4.4% |
| f | 9040 | 4.3% |
| 7231 | 3.4% | |
| Other values (10) | 48376 |
location
Text
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 234.5 KiB |
Length
| Max length | 28 |
|---|---|
| Median length | 22 |
| Mean length | 8.5040333 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Afghanistan |
| 3rd row | Afghanistan |
| 4th row | Afghanistan |
| 5th row | Afghanistan |
| Value | Count | Frequency (%) |
| republic | 1254 | 3.4% |
| and | 836 | 2.2% |
| congo | 828 | 2.2% |
| argentina | 486 | 1.3% |
| asia | 465 | 1.2% |
| china | 465 | 1.2% |
| europe | 464 | 1.2% |
| union | 464 | 1.2% |
| european | 464 | 1.2% |
| france | 463 | 1.2% |
| Other values (81) | 31209 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 36058 | 14.1% |
| i | 24405 | 9.6% |
| n | 19940 | 7.8% |
| r | 16897 | 6.6% |
| o | 16419 | 6.4% |
| e | 14809 | 5.8% |
| u | 9994 | 3.9% |
| l | 9482 | 3.7% |
| t | 8065 | 3.2% |
| C | 7770 | 3.0% |
| Other values (30) | 91282 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 255121 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 36058 | 14.1% |
| i | 24405 | 9.6% |
| n | 19940 | 7.8% |
| r | 16897 | 6.6% |
| o | 16419 | 6.4% |
| e | 14809 | 5.8% |
| u | 9994 | 3.9% |
| l | 9482 | 3.7% |
| t | 8065 | 3.2% |
| C | 7770 | 3.0% |
| Other values (30) | 91282 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 255121 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 36058 | 14.1% |
| i | 24405 | 9.6% |
| n | 19940 | 7.8% |
| r | 16897 | 6.6% |
| o | 16419 | 6.4% |
| e | 14809 | 5.8% |
| u | 9994 | 3.9% |
| l | 9482 | 3.7% |
| t | 8065 | 3.2% |
| C | 7770 | 3.0% |
| Other values (30) | 91282 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 255121 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 36058 | 14.1% |
| i | 24405 | 9.6% |
| n | 19940 | 7.8% |
| r | 16897 | 6.6% |
| o | 16419 | 6.4% |
| e | 14809 | 5.8% |
| u | 9994 | 3.9% |
| l | 9482 | 3.7% |
| t | 8065 | 3.2% |
| C | 7770 | 3.0% |
| Other values (30) | 91282 |
date
Date
| Distinct | 486 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 234.5 KiB |
| Minimum | 2020-01-01 00:00:00 |
|---|---|
| Maximum | 2021-04-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
total_cases
Real number (ℝ)
High correlation Missing
| Distinct | 18761 |
|---|---|
| Distinct (%) | 64.0% |
| Missing | 695 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 739707.96 |
| Minimum | 1 |
|---|---|
| Maximum | 44863478 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 1017 |
| median | 11550 |
| Q3 | 116200 |
| 95-th percentile | 2491846.2 |
| Maximum | 44863478 |
| Range | 44863477 |
| Interquartile range (IQR) | 115183 |
Descriptive statistics
| Standard deviation | 3565265.5 |
|---|---|
| Coefficient of variation (CV) | 4.8198285 |
| Kurtosis | 61.900083 |
| Mean | 739707.96 |
| Median Absolute Deviation (MAD) | 11512 |
| Skewness | 7.4333674 |
| Sum | 2.1677142 × 1010 |
| Variance | 1.2711118 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 302 | 1.0% |
| 18 | 229 | 0.8% |
| 141 | 119 | 0.4% |
| 3 | 115 | 0.4% |
| 16 | 93 | 0.3% |
| 2 | 89 | 0.3% |
| 4 | 79 | 0.3% |
| 5 | 77 | 0.3% |
| 15 | 73 | 0.2% |
| 7 | 69 | 0.2% |
| Other values (18751) | 28060 | |
| (Missing) | 695 | 2.3% |
| Value | Count | Frequency (%) |
| 1 | 302 | |
| 2 | 89 | 0.3% |
| 3 | 115 | 0.4% |
| 4 | 79 | 0.3% |
| 5 | 77 | 0.3% |
| 6 | 61 | 0.2% |
| 7 | 69 | 0.2% |
| 8 | 35 | 0.1% |
| 9 | 52 | 0.2% |
| 10 | 41 | 0.1% |
| Value | Count | Frequency (%) |
| 44863478 | 1 | |
| 44731548 | 1 | |
| 44575562 | 1 | |
| 44413760 | 1 | |
| 44263885 | 1 | |
| 44172973 | 1 | |
| 44063857 | 1 | |
| 43930132 | 1 | |
| 43758336 | 1 | |
| 43568442 | 1 |
new_cases
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 6051 |
|---|---|
| Distinct (%) | 20.6% |
| Missing | 693 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5475.581 |
| Minimum | -46076 |
|---|---|
| Maximum | 518375 |
| Zeros | 6325 |
| Zeros (%) | 21.1% |
| Negative | 24 |
| Negative (%) | 0.1% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | -46076 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 76 |
| Q3 | 777 |
| 95-th percentile | 20278.8 |
| Maximum | 518375 |
| Range | 564451 |
| Interquartile range (IQR) | 775 |
Descriptive statistics
| Standard deviation | 25979.66 |
|---|---|
| Coefficient of variation (CV) | 4.7446399 |
| Kurtosis | 93.425306 |
| Mean | 5475.581 |
| Median Absolute Deviation (MAD) | 76 |
| Skewness | 8.402183 |
| Sum | 1.6047285 × 108 |
| Variance | 6.7494273 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6325 | 21.1% |
| 1 | 811 | 2.7% |
| 2 | 517 | 1.7% |
| 3 | 408 | 1.4% |
| 4 | 322 | 1.1% |
| 5 | 278 | 0.9% |
| 6 | 268 | 0.9% |
| 7 | 236 | 0.8% |
| 8 | 218 | 0.7% |
| 11 | 187 | 0.6% |
| Other values (6041) | 19737 | |
| (Missing) | 693 | 2.3% |
| Value | Count | Frequency (%) |
| -46076 | 1 | |
| -17074 | 1 | |
| -7953 | 1 | |
| -3491 | 1 | |
| -3226 | 1 | |
| -2214 | 1 | |
| -2001 | 1 | |
| -1710 | 1 | |
| -1583 | 1 | |
| -1480 | 1 |
| Value | Count | Frequency (%) |
| 518375 | 1 | |
| 515222 | 1 | |
| 506677 | 1 | |
| 490007 | 1 | |
| 482745 | 1 | |
| 481331 | 1 | |
| 478685 | 1 | |
| 473738 | 1 | |
| 471579 | 1 | |
| 448580 | 1 |
new_cases_smoothed
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 10746 |
|---|---|
| Distinct (%) | 37.1% |
| Missing | 1046 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5442.0123 |
| Minimum | -1121.714 |
|---|---|
| Maximum | 489099.43 |
| Zeros | 1268 |
| Zeros (%) | 4.2% |
| Negative | 21 |
| Negative (%) | 0.1% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | -1121.714 |
|---|---|
| 5-th percentile | 0.143 |
| Q1 | 8.143 |
| median | 90.571 |
| Q3 | 805.67825 |
| 95-th percentile | 20513.493 |
| Maximum | 489099.43 |
| Range | 490221.14 |
| Interquartile range (IQR) | 797.53525 |
Descriptive statistics
| Standard deviation | 25119.056 |
|---|---|
| Coefficient of variation (CV) | 4.615766 |
| Kurtosis | 83.71943 |
| Mean | 5442.0123 |
| Median Absolute Deviation (MAD) | 90.142 |
| Skewness | 7.9905412 |
| Sum | 1.5756803 × 108 |
| Variance | 6.3096696 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1268 | 4.2% |
| 0.143 | 554 | 1.8% |
| 0.286 | 384 | 1.3% |
| 0.429 | 327 | 1.1% |
| 0.571 | 283 | 0.9% |
| 0.714 | 279 | 0.9% |
| 1 | 209 | 0.7% |
| 0.857 | 197 | 0.7% |
| 1.143 | 196 | 0.7% |
| 1.286 | 185 | 0.6% |
| Other values (10736) | 25072 | |
| (Missing) | 1046 | 3.5% |
| Value | Count | Frequency (%) |
| -1121.714 | 1 | |
| -838.714 | 1 | |
| -697.429 | 1 | |
| -599 | 1 | |
| -525 | 1 | |
| -507.429 | 1 | |
| -470.143 | 1 | |
| -450.571 | 1 | |
| -349 | 1 | |
| -338.857 | 1 |
| Value | Count | Frequency (%) |
| 489099.429 | 1 | |
| 483807.429 | 1 | |
| 479167.857 | 1 | |
| 474153.857 | 1 | |
| 468235.714 | 1 | |
| 462347.286 | 1 | |
| 453217 | 1 | |
| 444080.429 | 1 | |
| 430847.714 | 1 | |
| 414971 | 1 |
total_deaths
Real number (ℝ)
High correlation Missing
| Distinct | 8721 |
|---|---|
| Distinct (%) | 32.9% |
| Missing | 3494 |
| Missing (%) | 11.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20109.109 |
| Minimum | 1 |
|---|---|
| Maximum | 1016750 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 53 |
| median | 337 |
| Q3 | 3895.75 |
| 95-th percentile | 105286.75 |
| Maximum | 1016750 |
| Range | 1016749 |
| Interquartile range (IQR) | 3842.75 |
Descriptive statistics
| Standard deviation | 82077.042 |
|---|---|
| Coefficient of variation (CV) | 4.0815852 |
| Kurtosis | 55.521798 |
| Mean | 20109.109 |
| Median Absolute Deviation (MAD) | 334 |
| Skewness | 6.8140038 |
| Sum | 5.3301204 × 108 |
| Variance | 6.7366408 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 991 | 3.3% |
| 3 | 805 | 2.7% |
| 2 | 736 | 2.5% |
| 7 | 587 | 2.0% |
| 63 | 232 | 0.8% |
| 6 | 200 | 0.7% |
| 61 | 188 | 0.6% |
| 53 | 182 | 0.6% |
| 4 | 164 | 0.5% |
| 11 | 155 | 0.5% |
| Other values (8711) | 22266 | |
| (Missing) | 3494 | 11.6% |
| Value | Count | Frequency (%) |
| 1 | 991 | |
| 2 | 736 | |
| 3 | 805 | |
| 4 | 164 | 0.5% |
| 5 | 142 | 0.5% |
| 6 | 200 | 0.7% |
| 7 | 587 | |
| 8 | 97 | 0.3% |
| 9 | 80 | 0.3% |
| 10 | 120 | 0.4% |
| Value | Count | Frequency (%) |
| 1016750 | 1 | |
| 1013813 | 1 | |
| 1010531 | 1 | |
| 1007023 | 1 | |
| 1003506 | 1 | |
| 1000690 | 1 | |
| 998761 | 1 | |
| 995899 | 1 | |
| 992258 | 1 | |
| 988620 | 1 |
new_deaths
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 1591 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 3425 |
| Missing (%) | 11.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.45799 |
| Minimum | -1583 |
|---|---|
| Maximum | 7554 |
| Zeros | 10716 |
| Zeros (%) | 35.7% |
| Negative | 37 |
| Negative (%) | 0.1% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | -1583 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 19 |
| 95-th percentile | 556.9 |
| Maximum | 7554 |
| Range | 9137 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 525.8791 |
|---|---|
| Coefficient of variation (CV) | 4.1916749 |
| Kurtosis | 53.664626 |
| Mean | 125.45799 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 6.7450286 |
| Sum | 3334046 |
| Variance | 276548.83 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10716 | |
| 1 | 1997 | 6.7% |
| 2 | 1277 | 4.3% |
| 3 | 937 | 3.1% |
| 4 | 806 | 2.7% |
| 5 | 620 | 2.1% |
| 6 | 455 | 1.5% |
| 7 | 404 | 1.3% |
| 9 | 395 | 1.3% |
| 8 | 382 | 1.3% |
| Other values (1581) | 8586 | |
| (Missing) | 3425 | 11.4% |
| Value | Count | Frequency (%) |
| -1583 | 1 | < 0.1% |
| -1354 | 1 | < 0.1% |
| -217 | 1 | < 0.1% |
| -117 | 1 | < 0.1% |
| -80 | 1 | < 0.1% |
| -31 | 3 | |
| -21 | 2 | |
| -13 | 1 | < 0.1% |
| -11 | 1 | < 0.1% |
| -7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7554 | 1 | |
| 7161 | 1 | |
| 6755 | 1 | |
| 6716 | 1 | |
| 6646 | 1 | |
| 6599 | 1 | |
| 6549 | 1 | |
| 6535 | 1 | |
| 6421 | 1 | |
| 6406 | 1 |
new_deaths_smoothed
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 3353 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 1046 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.50309 |
| Minimum | -14.429 |
|---|---|
| Maximum | 5608.286 |
| Zeros | 7752 |
| Zeros (%) | 25.8% |
| Negative | 42 |
| Negative (%) | 0.1% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | -14.429 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.429 |
| Q3 | 15.429 |
| 95-th percentile | 474.2928 |
| Maximum | 5608.286 |
| Range | 5622.715 |
| Interquartile range (IQR) | 15.429 |
Descriptive statistics
| Standard deviation | 484.16166 |
|---|---|
| Coefficient of variation (CV) | 4.2656254 |
| Kurtosis | 50.130316 |
| Mean | 113.50309 |
| Median Absolute Deviation (MAD) | 1.429 |
| Skewness | 6.6446358 |
| Sum | 3286368.5 |
| Variance | 234412.51 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7752 | |
| 0.143 | 1909 | 6.4% |
| 0.286 | 1201 | 4.0% |
| 0.429 | 870 | 2.9% |
| 0.571 | 621 | 2.1% |
| 0.714 | 553 | 1.8% |
| 0.857 | 436 | 1.5% |
| 1 | 387 | 1.3% |
| 1.143 | 330 | 1.1% |
| 1.429 | 288 | 1.0% |
| Other values (3343) | 14607 | |
| (Missing) | 1046 | 3.5% |
| Value | Count | Frequency (%) |
| -14.429 | 1 | < 0.1% |
| -14.143 | 2 | < 0.1% |
| -14 | 1 | < 0.1% |
| -13.857 | 1 | < 0.1% |
| -13.143 | 1 | < 0.1% |
| -12.857 | 1 | < 0.1% |
| -3.714 | 2 | < 0.1% |
| -2.714 | 1 | < 0.1% |
| -2 | 4 | |
| -0.857 | 7 |
| Value | Count | Frequency (%) |
| 5608.286 | 1 | |
| 5585.571 | 1 | |
| 5517 | 1 | |
| 5506 | 1 | |
| 5503.571 | 1 | |
| 5497.714 | 1 | |
| 5464.714 | 1 | |
| 5424.143 | 1 | |
| 5421.429 | 1 | |
| 5390.714 | 1 |
total_cases_per_million
Real number (ℝ)
High correlation Missing
| Distinct | 22825 |
|---|---|
| Distinct (%) | 77.9% |
| Missing | 695 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10162.461 |
| Minimum | 0.001 |
|---|---|
| Maximum | 171254.77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 4.138 |
| Q1 | 233.175 |
| median | 1437.105 |
| Q3 | 9661.129 |
| 95-th percentile | 52298.672 |
| Maximum | 171254.77 |
| Range | 171254.77 |
| Interquartile range (IQR) | 9427.954 |
Descriptive statistics
| Standard deviation | 19718.981 |
|---|---|
| Coefficient of variation (CV) | 1.9403746 |
| Kurtosis | 14.335389 |
| Mean | 10162.461 |
| Median Absolute Deviation (MAD) | 1414.62 |
| Skewness | 3.2771589 |
| Sum | 2.9781091 × 108 |
| Variance | 3.8883819 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 322.298 | 92 | 0.3% |
| 250.031 | 81 | 0.3% |
| 20.079 | 76 | 0.3% |
| 222.25 | 53 | 0.2% |
| 10.997 | 53 | 0.2% |
| 45.269 | 53 | 0.2% |
| 0.06 | 42 | 0.1% |
| 35.697 | 42 | 0.1% |
| 7.297 | 39 | 0.1% |
| 338.299 | 32 | 0.1% |
| Other values (22815) | 28742 | |
| (Missing) | 695 | 2.3% |
| Value | Count | Frequency (%) |
| 0.001 | 14 | |
| 0.002 | 2 | < 0.1% |
| 0.003 | 2 | < 0.1% |
| 0.004 | 3 | < 0.1% |
| 0.005 | 4 | < 0.1% |
| 0.006 | 1 | < 0.1% |
| 0.007 | 2 | < 0.1% |
| 0.008 | 1 | < 0.1% |
| 0.009 | 8 | |
| 0.01 | 16 |
| Value | Count | Frequency (%) |
| 171254.773 | 1 | |
| 170814.729 | 1 | |
| 170167.605 | 1 | |
| 169818.158 | 1 | |
| 169326.344 | 1 | |
| 169028.668 | 1 | |
| 168562.739 | 1 | |
| 168342.717 | 1 | |
| 167501.456 | 1 | |
| 167177.894 | 1 |
new_cases_per_million
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 14550 |
|---|---|
| Distinct (%) | 49.6% |
| Missing | 693 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.863491 |
| Minimum | -676.12 |
|---|---|
| Maximum | 3869.799 |
| Zeros | 6325 |
| Zeros (%) | 21.1% |
| Negative | 24 |
| Negative (%) | 0.1% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | -676.12 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.122 |
| median | 7.696 |
| Q3 | 73.26 |
| 95-th percentile | 364.3169 |
| Maximum | 3869.799 |
| Range | 4545.919 |
| Interquartile range (IQR) | 73.138 |
Descriptive statistics
| Standard deviation | 168.09629 |
|---|---|
| Coefficient of variation (CV) | 2.2453706 |
| Kurtosis | 58.315973 |
| Mean | 74.863491 |
| Median Absolute Deviation (MAD) | 7.696 |
| Skewness | 5.5134981 |
| Sum | 2194024.3 |
| Variance | 28256.361 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6325 | 21.1% |
| 3.48 | 65 | 0.2% |
| 1.296 | 63 | 0.2% |
| 0.06 | 58 | 0.2% |
| 0.061 | 50 | 0.2% |
| 0.414 | 45 | 0.1% |
| 2.286 | 45 | 0.1% |
| 1.012 | 42 | 0.1% |
| 0.12 | 36 | 0.1% |
| 10.212 | 34 | 0.1% |
| Other values (14540) | 22544 | |
| (Missing) | 693 | 2.3% |
| Value | Count | Frequency (%) |
| -676.12 | 1 | |
| -450.772 | 1 | |
| -345.464 | 1 | |
| -250.544 | 1 | |
| -206.742 | 1 | |
| -89.724 | 1 | |
| -83.886 | 1 | |
| -51.227 | 1 | |
| -47.338 | 1 | |
| -41.379 | 1 |
| Value | Count | Frequency (%) |
| 3869.799 | 1 | |
| 3714.489 | 1 | |
| 3475.672 | 1 | |
| 3365.042 | 1 | |
| 3183.848 | 1 | |
| 2937.941 | 1 | |
| 2562.609 | 1 | |
| 2523.782 | 1 | |
| 2433.184 | 1 | |
| 2420.242 | 1 |
new_cases_smoothed_per_million
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 17411 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 1046 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.784604 |
| Minimum | -29.757 |
|---|---|
| Maximum | 1536.03 |
| Zeros | 1279 |
| Zeros (%) | 4.3% |
| Negative | 21 |
| Negative (%) | 0.1% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | -29.757 |
|---|---|
| 5-th percentile | 0.00665 |
| Q1 | 1.453 |
| median | 10.419 |
| Q3 | 80.8065 |
| 95-th percentile | 352.3276 |
| Maximum | 1536.03 |
| Range | 1565.787 |
| Interquartile range (IQR) | 79.3535 |
Descriptive statistics
| Standard deviation | 148.39482 |
|---|---|
| Coefficient of variation (CV) | 1.9842964 |
| Kurtosis | 17.61217 |
| Mean | 74.784604 |
| Median Absolute Deviation (MAD) | 10.322 |
| Skewness | 3.6530603 |
| Sum | 2165313.4 |
| Variance | 22021.023 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1279 | 4.3% |
| 0.327 | 99 | 0.3% |
| 0.159 | 77 | 0.3% |
| 0.017 | 68 | 0.2% |
| 0.026 | 63 | 0.2% |
| 0.009 | 61 | 0.2% |
| 1.459 | 58 | 0.2% |
| 0.059 | 49 | 0.2% |
| 0.004 | 45 | 0.1% |
| 0.118 | 44 | 0.1% |
| Other values (17401) | 27111 | |
| (Missing) | 1046 | 3.5% |
| Value | Count | Frequency (%) |
| -29.757 | 1 | |
| -28.761 | 1 | |
| -26.647 | 1 | |
| -25.538 | 1 | |
| -19.781 | 1 | |
| -19.206 | 1 | |
| -16.46 | 1 | |
| -12.907 | 1 | |
| -12.307 | 1 | |
| -11.838 | 1 |
| Value | Count | Frequency (%) |
| 1536.03 | 1 | |
| 1526.243 | 1 | |
| 1505.362 | 1 | |
| 1478.996 | 1 | |
| 1455.103 | 2 | |
| 1416.921 | 1 | |
| 1400.724 | 1 | |
| 1397.787 | 1 | |
| 1327.528 | 1 | |
| 1320.517 | 1 |
total_deaths_per_million
Real number (ℝ)
High correlation Missing
| Distinct | 15194 |
|---|---|
| Distinct (%) | 57.3% |
| Missing | 3494 |
| Missing (%) | 11.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 233.25935 |
| Minimum | 0.001 |
|---|---|
| Maximum | 2732.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.425 |
| Q1 | 7.052 |
| median | 47.8745 |
| Q3 | 266.92775 |
| 95-th percentile | 1110.5127 |
| Maximum | 2732.94 |
| Range | 2732.939 |
| Interquartile range (IQR) | 259.87575 |
Descriptive statistics
| Standard deviation | 396.41967 |
|---|---|
| Coefficient of variation (CV) | 1.6994803 |
| Kurtosis | 6.2444567 |
| Mean | 233.25935 |
| Median Absolute Deviation (MAD) | 45.5235 |
| Skewness | 2.3916886 |
| Sum | 6182772.3 |
| Variance | 157148.55 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.857 | 319 | 1.1% |
| 24.359 | 267 | 0.9% |
| 0.084 | 251 | 0.8% |
| 2.231 | 247 | 0.8% |
| 30.635 | 212 | 0.7% |
| 8.05 | 189 | 0.6% |
| 61.741 | 143 | 0.5% |
| 5.03 | 127 | 0.4% |
| 13.044 | 124 | 0.4% |
| 0.425 | 118 | 0.4% |
| Other values (15184) | 24509 | |
| (Missing) | 3494 | 11.6% |
| Value | Count | Frequency (%) |
| 0.001 | 10 | |
| 0.002 | 7 | |
| 0.003 | 1 | < 0.1% |
| 0.004 | 5 | |
| 0.005 | 3 | < 0.1% |
| 0.006 | 6 | |
| 0.007 | 1 | < 0.1% |
| 0.008 | 1 | < 0.1% |
| 0.009 | 2 | < 0.1% |
| 0.01 | 5 |
| Value | Count | Frequency (%) |
| 2732.94 | 1 | |
| 2727.897 | 1 | |
| 2721.174 | 1 | |
| 2715.011 | 1 | |
| 2708.194 | 1 | |
| 2704.459 | 1 | |
| 2700.537 | 1 | |
| 2695.214 | 1 | |
| 2688.117 | 1 | |
| 2681.02 | 1 |
new_deaths_per_million
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 3500 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 3425 |
| Missing (%) | 11.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5251532 |
| Minimum | -10.095 |
|---|---|
| Maximum | 218.329 |
| Zeros | 10718 |
| Zeros (%) | 35.7% |
| Negative | 37 |
| Negative (%) | 0.1% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | -10.095 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.121 |
| Q3 | 1.346 |
| 95-th percentile | 7.6212 |
| Maximum | 218.329 |
| Range | 228.424 |
| Interquartile range (IQR) | 1.346 |
Descriptive statistics
| Standard deviation | 3.8552102 |
|---|---|
| Coefficient of variation (CV) | 2.5277528 |
| Kurtosis | 477.35946 |
| Mean | 1.5251532 |
| Median Absolute Deviation (MAD) | 0.121 |
| Skewness | 12.574611 |
| Sum | 40530.945 |
| Variance | 14.862645 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10718 | |
| 0.061 | 170 | 0.6% |
| 0.001 | 124 | 0.4% |
| 1.799 | 106 | 0.4% |
| 0.588 | 102 | 0.3% |
| 0.03 | 101 | 0.3% |
| 0.038 | 98 | 0.3% |
| 0.091 | 96 | 0.3% |
| 0.173 | 82 | 0.3% |
| 0.026 | 81 | 0.3% |
| Other values (3490) | 14897 | |
| (Missing) | 3425 | 11.4% |
| Value | Count | Frequency (%) |
| -10.095 | 1 | |
| -7.992 | 1 | |
| -5.618 | 1 | |
| -4.523 | 1 | |
| -3.558 | 1 | |
| -3.353 | 1 | |
| -3.184 | 1 | |
| -2.515 | 1 | |
| -2.283 | 1 | |
| -1.809 | 1 |
| Value | Count | Frequency (%) |
| 218.329 | 1 | |
| 141.865 | 1 | |
| 77.655 | 1 | |
| 74.144 | 1 | |
| 63.094 | 1 | |
| 57.912 | 1 | |
| 57.608 | 1 | |
| 55.293 | 1 | |
| 51.77 | 1 | |
| 51.058 | 1 |
new_deaths_smoothed_per_million
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 4829 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 1046 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3831697 |
| Minimum | -1.245 |
|---|---|
| Maximum | 33.838 |
| Zeros | 7913 |
| Zeros (%) | 26.4% |
| Negative | 42 |
| Negative (%) | 0.1% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | -1.245 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.168 |
| Q3 | 1.321 |
| 95-th percentile | 6.9264 |
| Maximum | 33.838 |
| Range | 35.083 |
| Interquartile range (IQR) | 1.321 |
Descriptive statistics
| Standard deviation | 2.9153681 |
|---|---|
| Coefficient of variation (CV) | 2.1077443 |
| Kurtosis | 18.753815 |
| Mean | 1.3831697 |
| Median Absolute Deviation (MAD) | 0.168 |
| Skewness | 3.7637404 |
| Sum | 40048.295 |
| Variance | 8.4993709 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7913 | |
| 0.026 | 237 | 0.8% |
| 0.011 | 167 | 0.6% |
| 0.001 | 141 | 0.5% |
| 0.013 | 140 | 0.5% |
| 0.059 | 138 | 0.5% |
| 0.022 | 134 | 0.4% |
| 0.052 | 130 | 0.4% |
| 0.257 | 125 | 0.4% |
| 0.016 | 120 | 0.4% |
| Other values (4819) | 19709 | |
| (Missing) | 1046 | 3.5% |
| Value | Count | Frequency (%) |
| -1.245 | 1 | < 0.1% |
| -1.22 | 2 | < 0.1% |
| -1.208 | 1 | < 0.1% |
| -1.196 | 1 | < 0.1% |
| -1.134 | 1 | < 0.1% |
| -1.109 | 1 | < 0.1% |
| -0.673 | 2 | < 0.1% |
| -0.646 | 7 | |
| -0.492 | 1 | < 0.1% |
| -0.362 | 4 |
| Value | Count | Frequency (%) |
| 33.838 | 1 | |
| 33.7 | 1 | |
| 33.522 | 1 | |
| 33.206 | 1 | |
| 33.052 | 1 | |
| 32.842 | 1 | |
| 32.55 | 1 | |
| 28.77 | 1 | |
| 27.993 | 1 | |
| 27.118 | 1 |
reproduction_rate
Real number (ℝ)
Missing
| Distinct | 312 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 5859 |
| Missing (%) | 19.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0084317 |
| Minimum | 0 |
|---|---|
| Maximum | 3.45 |
| Zeros | 90 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.84 |
| median | 1.02 |
| Q3 | 1.17 |
| 95-th percentile | 1.5 |
| Maximum | 3.45 |
| Range | 3.45 |
| Interquartile range (IQR) | 0.33 |
Descriptive statistics
| Standard deviation | 0.34659854 |
|---|---|
| Coefficient of variation (CV) | 0.34370056 |
| Kurtosis | 4.8887993 |
| Mean | 1.0084317 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | 0.56161406 |
| Sum | 24344.55 |
| Variance | 0.12013055 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.98 | 454 | 1.5% |
| 0.97 | 454 | 1.5% |
| 0.99 | 437 | 1.5% |
| 1.09 | 437 | 1.5% |
| 1.1 | 414 | 1.4% |
| 1.06 | 413 | 1.4% |
| 1 | 411 | 1.4% |
| 1.02 | 408 | 1.4% |
| 1.08 | 407 | 1.4% |
| 0.95 | 404 | 1.3% |
| Other values (302) | 19902 | |
| (Missing) | 5859 | 19.5% |
| Value | Count | Frequency (%) |
| 0 | 90 | |
| 0.01 | 57 | |
| 0.02 | 27 | 0.1% |
| 0.03 | 39 | |
| 0.04 | 22 | 0.1% |
| 0.05 | 18 | 0.1% |
| 0.06 | 12 | < 0.1% |
| 0.07 | 10 | < 0.1% |
| 0.08 | 10 | < 0.1% |
| 0.09 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.45 | 1 | |
| 3.44 | 1 | |
| 3.42 | 1 | |
| 3.36 | 1 | |
| 3.35 | 1 | |
| 3.3 | 1 | |
| 3.27 | 1 | |
| 3.23 | 1 | |
| 3.21 | 1 | |
| 3.18 | 1 |
icu_patients
Real number (ℝ)
High correlation Missing
| Distinct | 1421 |
|---|---|
| Distinct (%) | 33.2% |
| Missing | 25716 |
| Missing (%) | 85.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 656.94328 |
| Minimum | 0 |
|---|---|
| Maximum | 7019 |
| Zeros | 173 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 20 |
| median | 87 |
| Q3 | 598.25 |
| 95-th percentile | 3755.9 |
| Maximum | 7019 |
| Range | 7019 |
| Interquartile range (IQR) | 578.25 |
Descriptive statistics
| Standard deviation | 1228.945 |
|---|---|
| Coefficient of variation (CV) | 1.8707019 |
| Kurtosis | 6.7087456 |
| Mean | 656.94328 |
| Median Absolute Deviation (MAD) | 86 |
| Skewness | 2.6470138 |
| Sum | 2814345 |
| Variance | 1510305.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 173 | 0.6% |
| 1 | 128 | 0.4% |
| 2 | 110 | 0.4% |
| 3 | 61 | 0.2% |
| 4 | 53 | 0.2% |
| 9 | 47 | 0.2% |
| 11 | 46 | 0.2% |
| 15 | 43 | 0.1% |
| 6 | 43 | 0.1% |
| 17 | 39 | 0.1% |
| Other values (1411) | 3541 | 11.8% |
| (Missing) | 25716 |
| Value | Count | Frequency (%) |
| 0 | 173 | |
| 1 | 128 | |
| 2 | 110 | |
| 3 | 61 | 0.2% |
| 4 | 53 | 0.2% |
| 5 | 38 | 0.1% |
| 6 | 43 | 0.1% |
| 7 | 25 | 0.1% |
| 8 | 21 | 0.1% |
| 9 | 47 | 0.2% |
| Value | Count | Frequency (%) |
| 7019 | 1 | |
| 7004 | 1 | |
| 6948 | 1 | |
| 6937 | 1 | |
| 6875 | 1 | |
| 6859 | 1 | |
| 6752 | 1 | |
| 6723 | 1 | |
| 6714 | 1 | |
| 6690 | 1 |
icu_patients_per_million
Real number (ℝ)
High correlation Missing
| Distinct | 2356 |
|---|---|
| Distinct (%) | 55.0% |
| Missing | 25716 |
| Missing (%) | 85.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.229517 |
| Minimum | 0 |
|---|---|
| Maximum | 192.642 |
| Zeros | 173 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.18 |
| Q1 | 3.178 |
| median | 10.655 |
| Q3 | 39.127 |
| 95-th percentile | 92.84385 |
| Maximum | 192.642 |
| Range | 192.642 |
| Interquartile range (IQR) | 35.949 |
Descriptive statistics
| Standard deviation | 31.250003 |
|---|---|
| Coefficient of variation (CV) | 1.2386287 |
| Kurtosis | 4.2365011 |
| Mean | 25.229517 |
| Median Absolute Deviation (MAD) | 9.513 |
| Skewness | 1.8952797 |
| Sum | 108083.25 |
| Variance | 976.56267 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 173 | 0.6% |
| 0.754 | 56 | 0.2% |
| 1.508 | 42 | 0.1% |
| 2.283 | 39 | 0.1% |
| 1.142 | 34 | 0.1% |
| 0.518 | 23 | 0.1% |
| 3.425 | 22 | 0.1% |
| 3.015 | 21 | 0.1% |
| 0.18 | 18 | 0.1% |
| 14.842 | 17 | 0.1% |
| Other values (2346) | 3839 | 12.8% |
| (Missing) | 25716 |
| Value | Count | Frequency (%) |
| 0 | 173 | |
| 0.015 | 10 | < 0.1% |
| 0.026 | 1 | < 0.1% |
| 0.029 | 1 | < 0.1% |
| 0.053 | 3 | < 0.1% |
| 0.132 | 2 | < 0.1% |
| 0.159 | 1 | < 0.1% |
| 0.173 | 9 | < 0.1% |
| 0.18 | 18 | 0.1% |
| 0.187 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 192.642 | 1 | |
| 191.521 | 1 | |
| 190.308 | 1 | |
| 189.187 | 1 | |
| 188.347 | 1 | |
| 186.479 | 1 | |
| 186.199 | 1 | |
| 185.825 | 1 | |
| 185.452 | 1 | |
| 184.798 | 1 |
hosp_patients
Real number (ℝ)
High correlation Missing
| Distinct | 2234 |
|---|---|
| Distinct (%) | 52.4% |
| Missing | 25739 |
| Missing (%) | 85.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2997.4466 |
| Minimum | 0 |
|---|---|
| Maximum | 33466 |
| Zeros | 53 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 111 |
| median | 426 |
| Q3 | 2754 |
| 95-th percentile | 23013 |
| Maximum | 33466 |
| Range | 33466 |
| Interquartile range (IQR) | 2643 |
Descriptive statistics
| Standard deviation | 6285.2069 |
|---|---|
| Coefficient of variation (CV) | 2.0968537 |
| Kurtosis | 9.6762924 |
| Mean | 2997.4466 |
| Median Absolute Deviation (MAD) | 412 |
| Skewness | 3.1801903 |
| Sum | 12772120 |
| Variance | 39503826 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 53 | 0.2% |
| 4 | 51 | 0.2% |
| 7 | 35 | 0.1% |
| 6 | 34 | 0.1% |
| 1 | 30 | 0.1% |
| 9 | 29 | 0.1% |
| 5 | 27 | 0.1% |
| 8 | 25 | 0.1% |
| 2 | 22 | 0.1% |
| 3 | 20 | 0.1% |
| Other values (2224) | 3935 | 13.1% |
| (Missing) | 25739 |
| Value | Count | Frequency (%) |
| 0 | 53 | |
| 1 | 30 | |
| 2 | 22 | |
| 3 | 20 | 0.1% |
| 4 | 51 | |
| 5 | 27 | |
| 6 | 34 | |
| 7 | 35 | |
| 8 | 25 | |
| 9 | 29 |
| Value | Count | Frequency (%) |
| 33466 | 1 | |
| 33139 | 1 | |
| 33050 | 1 | |
| 32811 | 1 | |
| 32676 | 1 | |
| 32654 | 1 | |
| 32468 | 1 | |
| 32314 | 1 | |
| 32131 | 1 | |
| 31952 | 1 |
hosp_patients_per_million
Real number (ℝ)
High correlation Missing
| Distinct | 3226 |
|---|---|
| Distinct (%) | 75.7% |
| Missing | 25739 |
| Missing (%) | 85.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 173.95715 |
| Minimum | 0 |
|---|---|
| Maximum | 1532.573 |
| Zeros | 53 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.762 |
| Q1 | 20.545 |
| median | 70.902 |
| Q3 | 251.351 |
| 95-th percentile | 623.058 |
| Maximum | 1532.573 |
| Range | 1532.573 |
| Interquartile range (IQR) | 230.806 |
Descriptive statistics
| Standard deviation | 232.49055 |
|---|---|
| Coefficient of variation (CV) | 1.3364818 |
| Kurtosis | 6.4487686 |
| Mean | 173.95715 |
| Median Absolute Deviation (MAD) | 63.683 |
| Skewness | 2.235 |
| Sum | 741231.41 |
| Variance | 54051.858 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 53 | 0.2% |
| 4.567 | 23 | 0.1% |
| 3.015 | 19 | 0.1% |
| 7.992 | 17 | 0.1% |
| 0.754 | 16 | 0.1% |
| 6.85 | 14 | < 0.1% |
| 5.708 | 14 | < 0.1% |
| 6.785 | 13 | < 0.1% |
| 2.262 | 12 | < 0.1% |
| 1.142 | 12 | < 0.1% |
| Other values (3216) | 4068 | 13.6% |
| (Missing) | 25739 |
| Value | Count | Frequency (%) |
| 0 | 53 | |
| 0.015 | 2 | < 0.1% |
| 0.029 | 1 | < 0.1% |
| 0.059 | 2 | < 0.1% |
| 0.088 | 5 | < 0.1% |
| 0.103 | 1 | < 0.1% |
| 0.106 | 1 | < 0.1% |
| 0.117 | 1 | < 0.1% |
| 0.132 | 3 | < 0.1% |
| 0.161 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 1532.573 | 1 | |
| 1514.152 | 1 | |
| 1500.911 | 1 | |
| 1497.313 | 1 | |
| 1497.026 | 1 | |
| 1494.147 | 2 | |
| 1491.701 | 1 | |
| 1490.261 | 1 | |
| 1478.172 | 1 | |
| 1461.046 | 1 |
weekly_icu_admissions
Real number (ℝ)
High correlation Missing
| Distinct | 148 |
|---|---|
| Distinct (%) | 72.5% |
| Missing | 29796 |
| Missing (%) | 99.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 660.05901 |
| Minimum | 0.986 |
|---|---|
| Maximum | 4037.019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0.986 |
|---|---|
| 5-th percentile | 0.998 |
| Q1 | 11.09625 |
| median | 54.899 |
| Q3 | 1297.5045 |
| 95-th percentile | 2782.26 |
| Maximum | 4037.019 |
| Range | 4036.033 |
| Interquartile range (IQR) | 1286.4082 |
Descriptive statistics
| Standard deviation | 966.14057 |
|---|---|
| Coefficient of variation (CV) | 1.4637185 |
| Kurtosis | 0.77996796 |
| Mean | 660.05901 |
| Median Absolute Deviation (MAD) | 53.901 |
| Skewness | 1.3599624 |
| Sum | 134652.04 |
| Variance | 933427.61 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.986 | 10 | < 0.1% |
| 0.998 | 8 | < 0.1% |
| 1.973 | 4 | < 0.1% |
| 4.932 | 4 | < 0.1% |
| 7.985 | 4 | < 0.1% |
| 3.993 | 4 | < 0.1% |
| 7.891 | 3 | < 0.1% |
| 2.994 | 3 | < 0.1% |
| 18.025 | 3 | < 0.1% |
| 8.877 | 3 | < 0.1% |
| Other values (138) | 158 | 0.5% |
| (Missing) | 29796 |
| Value | Count | Frequency (%) |
| 0.986 | 10 | |
| 0.998 | 8 | |
| 1.973 | 4 | < 0.1% |
| 1.996 | 2 | < 0.1% |
| 2.959 | 2 | < 0.1% |
| 2.994 | 3 | < 0.1% |
| 3.945 | 2 | < 0.1% |
| 3.993 | 4 | < 0.1% |
| 4.932 | 4 | < 0.1% |
| 4.991 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4037.019 | 1 | |
| 3791.032 | 1 | |
| 3157.337 | 1 | |
| 3095.588 | 1 | |
| 2998.408 | 1 | |
| 2989.199 | 1 | |
| 2963.99 | 1 | |
| 2960.158 | 1 | |
| 2954.879 | 1 | |
| 2798.932 | 1 |
weekly_icu_admissions_per_million
Real number (ℝ)
High correlation Missing
| Distinct | 148 |
|---|---|
| Distinct (%) | 72.5% |
| Missing | 29796 |
| Missing (%) | 99.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.177873 |
| Minimum | 0.752 |
|---|---|
| Maximum | 279.13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0.752 |
|---|---|
| 5-th percentile | 1.126 |
| Q1 | 2.922 |
| median | 13.139 |
| Q3 | 29.76125 |
| 95-th percentile | 181.9023 |
| Maximum | 279.13 |
| Range | 278.378 |
| Interquartile range (IQR) | 26.83925 |
Descriptive statistics
| Standard deviation | 60.498193 |
|---|---|
| Coefficient of variation (CV) | 1.672243 |
| Kurtosis | 4.7876262 |
| Mean | 36.177873 |
| Median Absolute Deviation (MAD) | 11.456 |
| Skewness | 2.3565797 |
| Sum | 7380.286 |
| Variance | 3660.0314 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.126 | 10 | < 0.1% |
| 0.752 | 8 | < 0.1% |
| 2.252 | 4 | < 0.1% |
| 5.631 | 4 | < 0.1% |
| 6.02 | 4 | < 0.1% |
| 3.01 | 4 | < 0.1% |
| 9.009 | 3 | < 0.1% |
| 2.257 | 3 | < 0.1% |
| 1.683 | 3 | < 0.1% |
| 10.135 | 3 | < 0.1% |
| Other values (138) | 158 | 0.5% |
| (Missing) | 29796 |
| Value | Count | Frequency (%) |
| 0.752 | 8 | |
| 1.126 | 10 | |
| 1.129 | 1 | < 0.1% |
| 1.159 | 2 | < 0.1% |
| 1.173 | 1 | < 0.1% |
| 1.203 | 1 | < 0.1% |
| 1.218 | 1 | < 0.1% |
| 1.309 | 1 | < 0.1% |
| 1.496 | 2 | < 0.1% |
| 1.505 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 279.13 | 1 | |
| 276.418 | 1 | |
| 261.363 | 1 | |
| 260.615 | 1 | |
| 227.98 | 1 | |
| 226.483 | 1 | |
| 197.776 | 1 | |
| 194.596 | 1 | |
| 188.237 | 1 | |
| 187.115 | 1 |
weekly_hosp_admissions
Real number (ℝ)
High correlation Missing
| Distinct | 435 |
|---|---|
| Distinct (%) | 91.2% |
| Missing | 29523 |
| Missing (%) | 98.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2144.2654 |
| Minimum | 0 |
|---|---|
| Maximum | 20232.672 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.996 |
| Q1 | 74.862 |
| median | 307.264 |
| Q3 | 1823.927 |
| 95-th percentile | 10900.773 |
| Maximum | 20232.672 |
| Range | 20232.672 |
| Interquartile range (IQR) | 1749.065 |
Descriptive statistics
| Standard deviation | 3762.5904 |
|---|---|
| Coefficient of variation (CV) | 1.7547223 |
| Kurtosis | 4.2695504 |
| Mean | 2144.2654 |
| Median Absolute Deviation (MAD) | 299.253 |
| Skewness | 2.1864375 |
| Sum | 1022814.6 |
| Variance | 14157086 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.986 | 11 | < 0.1% |
| 5.918 | 4 | < 0.1% |
| 0 | 4 | < 0.1% |
| 1.996 | 4 | < 0.1% |
| 1.973 | 3 | < 0.1% |
| 3.945 | 3 | < 0.1% |
| 21.885 | 3 | < 0.1% |
| 1532.585 | 2 | < 0.1% |
| 7.891 | 2 | < 0.1% |
| 277.536 | 2 | < 0.1% |
| Other values (425) | 439 | 1.5% |
| (Missing) | 29523 |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 0.986 | 11 | |
| 0.995 | 1 | < 0.1% |
| 0.998 | 2 | < 0.1% |
| 1.012 | 1 | < 0.1% |
| 1.973 | 3 | < 0.1% |
| 1.996 | 4 | < 0.1% |
| 3.035 | 1 | < 0.1% |
| 3.945 | 3 | < 0.1% |
| 3.993 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 20232.672 | 1 | |
| 18723.345 | 1 | |
| 17208.957 | 1 | |
| 16561.09 | 1 | |
| 16338.386 | 1 | |
| 16210.837 | 1 | |
| 14512.386 | 1 | |
| 14186.929 | 1 | |
| 13619.131 | 1 | |
| 13389.581 | 1 |
weekly_hosp_admissions_per_million
Real number (ℝ)
High correlation Missing
| Distinct | 434 |
|---|---|
| Distinct (%) | 91.0% |
| Missing | 29523 |
| Missing (%) | 98.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 131.94221 |
| Minimum | 0 |
|---|---|
| Maximum | 1355.16 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.126 |
| Q1 | 10.193 |
| median | 45.339 |
| Q3 | 138.513 |
| 95-th percentile | 694.0382 |
| Maximum | 1355.16 |
| Range | 1355.16 |
| Interquartile range (IQR) | 128.32 |
Descriptive statistics
| Standard deviation | 233.93213 |
|---|---|
| Coefficient of variation (CV) | 1.7729893 |
| Kurtosis | 10.09758 |
| Mean | 131.94221 |
| Median Absolute Deviation (MAD) | 40.824 |
| Skewness | 3.1163638 |
| Sum | 62936.434 |
| Variance | 54724.24 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.126 | 11 | < 0.1% |
| 0 | 4 | < 0.1% |
| 6.757 | 4 | < 0.1% |
| 1.505 | 4 | < 0.1% |
| 2.252 | 3 | < 0.1% |
| 4.504 | 3 | < 0.1% |
| 3.778 | 3 | < 0.1% |
| 373.321 | 2 | < 0.1% |
| 17.861 | 2 | < 0.1% |
| 10.006 | 2 | < 0.1% |
| Other values (424) | 439 | 1.5% |
| (Missing) | 29523 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.172 | 1 | < 0.1% |
| 0.246 | 1 | < 0.1% |
| 0.313 | 1 | < 0.1% |
| 0.457 | 1 | < 0.1% |
| 0.661 | 1 | < 0.1% |
| 0.709 | 1 | < 0.1% |
| 0.739 | 1 | < 0.1% |
| 0.748 | 1 | < 0.1% |
| 0.752 | 2 |
| Value | Count | Frequency (%) |
| 1355.16 | 1 | |
| 1324.769 | 1 | |
| 1271.748 | 1 | |
| 1222.936 | 1 | |
| 1199.558 | 1 | |
| 1133.446 | 1 | |
| 1127.835 | 1 | |
| 1099.127 | 1 | |
| 1082.576 | 2 | |
| 1069.11 | 1 |
new_tests
Real number (ℝ)
High correlation Missing Skewed
| Distinct | 8497 |
|---|---|
| Distinct (%) | 71.1% |
| Missing | 18053 |
| Missing (%) | 60.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25841.399 |
| Minimum | -75493 |
|---|---|
| Maximum | 32022805 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7 |
| Negative (%) | < 0.1% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | -75493 |
|---|---|
| 5-th percentile | 111 |
| Q1 | 1288.5 |
| median | 4499 |
| Q3 | 18536 |
| 95-th percentile | 98543.9 |
| Maximum | 32022805 |
| Range | 32098298 |
| Interquartile range (IQR) | 17247.5 |
Descriptive statistics
| Standard deviation | 299418.73 |
|---|---|
| Coefficient of variation (CV) | 11.586785 |
| Kurtosis | 10920.129 |
| Mean | 25841.399 |
| Median Absolute Deviation (MAD) | 4178 |
| Skewness | 102.28826 |
| Sum | 3.0872719 × 108 |
| Variance | 8.9651576 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 18 | 0.1% |
| 5 | 17 | 0.1% |
| 2 | 14 | < 0.1% |
| 10 | 12 | < 0.1% |
| 33 | 11 | < 0.1% |
| 25 | 10 | < 0.1% |
| 291 | 10 | < 0.1% |
| 2460 | 10 | < 0.1% |
| 20 | 10 | < 0.1% |
| 24 | 10 | < 0.1% |
| Other values (8487) | 11825 | |
| (Missing) | 18053 |
| Value | Count | Frequency (%) |
| -75493 | 1 | < 0.1% |
| -3743 | 1 | < 0.1% |
| -1377 | 1 | < 0.1% |
| -357 | 1 | < 0.1% |
| -56 | 1 | < 0.1% |
| -35 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| 1 | 18 | |
| 2 | 14 | |
| 3 | 8 |
| Value | Count | Frequency (%) |
| 32022805 | 1 | |
| 2945871 | 1 | |
| 742424 | 1 | |
| 735264 | 1 | |
| 702144 | 1 | |
| 684146 | 1 | |
| 680169 | 1 | |
| 672395 | 1 | |
| 669267 | 1 | |
| 648064 | 1 |
total_tests
Real number (ℝ)
High correlation Missing
| Distinct | 11211 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 18690 |
| Missing (%) | 62.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2290178.6 |
| Minimum | 0 |
|---|---|
| Maximum | 1.6 × 108 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4010.85 |
| Q1 | 114103.25 |
| median | 542221 |
| Q3 | 2042527.5 |
| 95-th percentile | 11427935 |
| Maximum | 1.6 × 108 |
| Range | 1.6 × 108 |
| Interquartile range (IQR) | 1928424.2 |
Descriptive statistics
| Standard deviation | 4958250.2 |
|---|---|
| Coefficient of variation (CV) | 2.165006 |
| Kurtosis | 115.88128 |
| Mean | 2290178.6 |
| Median Absolute Deviation (MAD) | 514025 |
| Skewness | 6.6933202 |
| Sum | 2.5901919 × 1010 |
| Variance | 2.4584245 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8 | 4 | < 0.1% |
| 1730 | 3 | < 0.1% |
| 1 | 3 | < 0.1% |
| 84 | 3 | < 0.1% |
| 13 | 3 | < 0.1% |
| 111 | 3 | < 0.1% |
| 367 | 3 | < 0.1% |
| 17513 | 3 | < 0.1% |
| 745 | 3 | < 0.1% |
| 3 | 3 | < 0.1% |
| Other values (11201) | 11279 | |
| (Missing) | 18690 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 3 | |
| 2 | 2 | |
| 3 | 3 | |
| 5 | 2 | |
| 6 | 2 | |
| 7 | 2 | |
| 8 | 4 | |
| 9 | 2 | |
| 10 | 2 |
| Value | Count | Frequency (%) |
| 160000000 | 1 | |
| 90000000 | 1 | |
| 55421229 | 1 | |
| 54011970 | 1 | |
| 52700083 | 1 | |
| 51531133 | 1 | |
| 50352755 | 1 | |
| 48937535 | 1 | |
| 47570288 | 1 | |
| 46290238 | 1 |
total_tests_per_thousand
Real number (ℝ)
High correlation Missing
| Distinct | 10741 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 18690 |
| Missing (%) | 62.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 248.01289 |
| Minimum | 0 |
|---|---|
| Maximum | 5871.368 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5969 |
| Q1 | 13.7825 |
| median | 63.396 |
| Q3 | 229.26575 |
| 95-th percentile | 1036.3372 |
| Maximum | 5871.368 |
| Range | 5871.368 |
| Interquartile range (IQR) | 215.48325 |
Descriptive statistics
| Standard deviation | 538.20178 |
|---|---|
| Coefficient of variation (CV) | 2.1700557 |
| Kurtosis | 28.851725 |
| Mean | 248.01289 |
| Median Absolute Deviation (MAD) | 58.912 |
| Skewness | 4.7415316 |
| Sum | 2805025.8 |
| Variance | 289661.16 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.001 | 20 | 0.1% |
| 0.003 | 14 | < 0.1% |
| 0.002 | 13 | < 0.1% |
| 0.011 | 11 | < 0.1% |
| 0.01 | 11 | < 0.1% |
| 0.006 | 10 | < 0.1% |
| 0.012 | 9 | < 0.1% |
| 0.004 | 8 | < 0.1% |
| 0.009 | 8 | < 0.1% |
| 0.007 | 7 | < 0.1% |
| Other values (10731) | 11199 | |
| (Missing) | 18690 |
| Value | Count | Frequency (%) |
| 0 | 6 | < 0.1% |
| 0.001 | 20 | |
| 0.002 | 13 | |
| 0.003 | 14 | |
| 0.004 | 8 | < 0.1% |
| 0.005 | 3 | < 0.1% |
| 0.006 | 10 | |
| 0.007 | 7 | < 0.1% |
| 0.008 | 7 | < 0.1% |
| 0.009 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 5871.368 | 1 | |
| 5824.774 | 1 | |
| 5775.822 | 1 | |
| 5718.052 | 1 | |
| 5653.134 | 1 | |
| 5586.392 | 1 | |
| 5510.317 | 1 | |
| 5446.878 | 1 | |
| 5386.341 | 1 | |
| 5321.53 | 1 |
new_tests_per_thousand
Real number (ℝ)
High correlation Missing Skewed
| Distinct | 4126 |
|---|---|
| Distinct (%) | 34.5% |
| Missing | 18053 |
| Missing (%) | 60.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.483762 |
| Minimum | -23.01 |
|---|---|
| Maximum | 2827.217 |
| Zeros | 61 |
| Zeros (%) | 0.2% |
| Negative | 7 |
| Negative (%) | < 0.1% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | -23.01 |
|---|---|
| 5-th percentile | 0.009 |
| Q1 | 0.144 |
| median | 0.614 |
| Q3 | 1.8785 |
| 95-th percentile | 8.0187 |
| Maximum | 2827.217 |
| Range | 2850.227 |
| Interquartile range (IQR) | 1.7345 |
Descriptive statistics
| Standard deviation | 26.67276 |
|---|---|
| Coefficient of variation (CV) | 10.738855 |
| Kurtosis | 10533.939 |
| Mean | 2.483762 |
| Median Absolute Deviation (MAD) | 0.551 |
| Skewness | 99.662456 |
| Sum | 29673.505 |
| Variance | 711.43611 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.002 | 100 | 0.3% |
| 0.003 | 90 | 0.3% |
| 0.001 | 75 | 0.2% |
| 0.004 | 70 | 0.2% |
| 0.005 | 68 | 0.2% |
| 0 | 61 | 0.2% |
| 0.006 | 47 | 0.2% |
| 0.007 | 41 | 0.1% |
| 0.379 | 32 | 0.1% |
| 0.045 | 31 | 0.1% |
| Other values (4116) | 11332 | |
| (Missing) | 18053 |
| Value | Count | Frequency (%) |
| -23.01 | 1 | < 0.1% |
| -0.398 | 1 | < 0.1% |
| -0.212 | 1 | < 0.1% |
| -0.078 | 1 | < 0.1% |
| -0.039 | 1 | < 0.1% |
| -0.017 | 1 | < 0.1% |
| -0.001 | 1 | < 0.1% |
| 0 | 61 | |
| 0.001 | 75 | |
| 0.002 | 100 |
| Value | Count | Frequency (%) |
| 2827.217 | 1 | |
| 327.086 | 1 | |
| 78.854 | 1 | |
| 76.075 | 1 | |
| 72.162 | 1 | |
| 68.234 | 1 | |
| 67.746 | 1 | |
| 67.524 | 1 | |
| 67.407 | 1 | |
| 66.742 | 1 |
new_tests_smoothed
Real number (ℝ)
High correlation Missing Skewed
| Distinct | 9656 |
|---|---|
| Distinct (%) | 70.1% |
| Missing | 16235 |
| Missing (%) | 54.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25407.91 |
| Minimum | 0 |
|---|---|
| Maximum | 4594014 |
| Zeros | 48 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 234.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 108 |
| Q1 | 1401 |
| median | 4882 |
| Q3 | 21084 |
| 95-th percentile | 133399.4 |
| Maximum | 4594014 |
| Range | 4594014 |
| Interquartile range (IQR) | 19683 |
Descriptive statistics
| Standard deviation | 66805.816 |
|---|---|
| Coefficient of variation (CV) | 2.6293314 |
| Kurtosis | 1597.2887 |
| Mean | 25407.91 |
| Median Absolute Deviation (MAD) | 4580 |
| Skewness | 25.449046 |
| Sum | 3.4973988 × 108 |
| Variance | 4.4630171 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 48 | 0.2% |
| 2470 | 17 | 0.1% |
| 1 | 16 | 0.1% |
| 8 | 14 | < 0.1% |
| 51 | 13 | < 0.1% |
| 69 | 13 | < 0.1% |
| 2468 | 12 | < 0.1% |
| 6 | 12 | < 0.1% |
| 5 | 12 | < 0.1% |
| 39 | 12 | < 0.1% |
| Other values (9646) | 13596 | |
| (Missing) | 16235 |
| Value | Count | Frequency (%) |
| 0 | 48 | |
| 1 | 16 | 0.1% |
| 2 | 9 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 11 | < 0.1% |
| 5 | 12 | < 0.1% |
| 6 | 12 | < 0.1% |
| 7 | 12 | < 0.1% |
| 8 | 14 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 4594014 | 1 | |
| 541756 | 1 | |
| 541342 | 1 | |
| 539742 | 1 | |
| 532710 | 1 | |
| 527556 | 1 | |
| 526470 | 1 | |
| 521061 | 1 | |
| 518150 | 1 | |
| 514334 | 1 |
Interactions
Correlations
| continent | hosp_patients | hosp_patients_per_million | icu_patients | icu_patients_per_million | new_cases | new_cases_per_million | new_cases_smoothed | new_cases_smoothed_per_million | new_deaths | new_deaths_per_million | new_deaths_smoothed | new_deaths_smoothed_per_million | new_tests | new_tests_per_thousand | new_tests_smoothed | reproduction_rate | total_cases | total_cases_per_million | total_deaths | total_deaths_per_million | total_tests | total_tests_per_thousand | weekly_hosp_admissions | weekly_hosp_admissions_per_million | weekly_icu_admissions | weekly_icu_admissions_per_million | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| continent | 1.000 | 0.121 | 0.234 | 0.141 | 0.185 | 0.245 | 0.142 | 0.184 | 0.203 | 0.169 | 0.095 | 0.135 | 0.229 | 0.003 | 0.000 | 0.026 | 0.137 | 0.152 | 0.205 | 0.176 | 0.269 | 0.074 | 0.139 | 1.000 | 1.000 | 1.000 | 1.000 |
| hosp_patients | 0.121 | 1.000 | 0.839 | 0.973 | 0.830 | 0.833 | 0.593 | 0.881 | 0.636 | 0.902 | 0.764 | 0.960 | 0.813 | 0.612 | 0.163 | 0.626 | -0.145 | 0.840 | 0.610 | 0.833 | 0.732 | 0.528 | 0.221 | 0.965 | 0.731 | 0.910 | 0.632 |
| hosp_patients_per_million | 0.234 | 0.839 | 1.000 | 0.779 | 0.958 | 0.705 | 0.763 | 0.750 | 0.822 | 0.756 | 0.856 | 0.802 | 0.930 | 0.346 | 0.311 | 0.355 | -0.195 | 0.683 | 0.733 | 0.543 | 0.690 | 0.306 | 0.358 | 0.840 | 0.930 | 0.722 | 0.855 |
| icu_patients | 0.141 | 0.973 | 0.779 | 1.000 | 0.809 | 0.851 | 0.510 | 0.894 | 0.548 | 0.904 | 0.696 | 0.958 | 0.734 | 0.670 | 0.154 | 0.728 | -0.182 | 0.864 | 0.547 | 0.852 | 0.673 | 0.605 | 0.201 | 0.955 | 0.568 | 0.949 | 0.682 |
| icu_patients_per_million | 0.185 | 0.830 | 0.958 | 0.809 | 1.000 | 0.730 | 0.748 | 0.773 | 0.809 | 0.784 | 0.858 | 0.821 | 0.931 | 0.433 | 0.355 | 0.441 | -0.271 | 0.704 | 0.729 | 0.573 | 0.697 | 0.401 | 0.394 | 0.833 | 0.883 | 0.762 | 0.907 |
| new_cases | 0.245 | 0.833 | 0.705 | 0.851 | 0.730 | 1.000 | 0.842 | 0.924 | 0.683 | 0.889 | 0.774 | 0.872 | 0.717 | 0.728 | 0.374 | 0.719 | 0.322 | 0.832 | 0.566 | 0.796 | 0.537 | 0.661 | 0.335 | 0.884 | 0.711 | 0.802 | 0.765 |
| new_cases_per_million | 0.142 | 0.593 | 0.763 | 0.510 | 0.748 | 0.842 | 1.000 | 0.739 | 0.857 | 0.639 | 0.768 | 0.657 | 0.775 | 0.568 | 0.620 | 0.510 | 0.291 | 0.644 | 0.728 | 0.527 | 0.678 | 0.527 | 0.564 | 0.582 | 0.874 | 0.420 | 0.763 |
| new_cases_smoothed | 0.184 | 0.881 | 0.750 | 0.894 | 0.773 | 0.924 | 0.739 | 1.000 | 0.765 | 0.867 | 0.745 | 0.929 | 0.784 | 0.734 | 0.371 | 0.737 | 0.310 | 0.901 | 0.629 | 0.848 | 0.585 | 0.683 | 0.348 | 0.938 | 0.692 | 0.888 | 0.732 |
| new_cases_smoothed_per_million | 0.203 | 0.636 | 0.822 | 0.548 | 0.809 | 0.683 | 0.857 | 0.765 | 1.000 | 0.558 | 0.703 | 0.660 | 0.846 | 0.569 | 0.642 | 0.517 | 0.252 | 0.653 | 0.858 | 0.512 | 0.781 | 0.542 | 0.601 | 0.652 | 0.913 | 0.489 | 0.822 |
| new_deaths | 0.169 | 0.902 | 0.756 | 0.904 | 0.784 | 0.889 | 0.639 | 0.867 | 0.558 | 1.000 | 0.884 | 0.919 | 0.708 | 0.560 | 0.209 | 0.557 | 0.123 | 0.783 | 0.454 | 0.794 | 0.527 | 0.461 | 0.142 | 0.876 | 0.708 | 0.824 | 0.752 |
| new_deaths_per_million | 0.095 | 0.764 | 0.856 | 0.696 | 0.858 | 0.774 | 0.768 | 0.745 | 0.703 | 0.884 | 1.000 | 0.789 | 0.827 | 0.428 | 0.368 | 0.394 | 0.106 | 0.654 | 0.592 | 0.644 | 0.627 | 0.344 | 0.303 | 0.691 | 0.853 | 0.627 | 0.829 |
| new_deaths_smoothed | 0.135 | 0.960 | 0.802 | 0.958 | 0.821 | 0.872 | 0.657 | 0.929 | 0.660 | 0.919 | 0.789 | 1.000 | 0.849 | 0.612 | 0.225 | 0.615 | 0.173 | 0.855 | 0.563 | 0.850 | 0.572 | 0.542 | 0.194 | 0.946 | 0.658 | 0.930 | 0.699 |
| new_deaths_smoothed_per_million | 0.229 | 0.813 | 0.930 | 0.734 | 0.931 | 0.717 | 0.775 | 0.784 | 0.846 | 0.708 | 0.827 | 0.849 | 1.000 | 0.480 | 0.431 | 0.440 | 0.136 | 0.704 | 0.747 | 0.624 | 0.748 | 0.432 | 0.384 | 0.775 | 0.890 | 0.717 | 0.894 |
| new_tests | 0.003 | 0.612 | 0.346 | 0.670 | 0.433 | 0.728 | 0.568 | 0.734 | 0.569 | 0.560 | 0.428 | 0.612 | 0.480 | 1.000 | 0.710 | 0.982 | -0.003 | 0.750 | 0.605 | 0.682 | 0.552 | 0.912 | 0.645 | 0.632 | 0.464 | 0.737 | 0.580 |
| new_tests_per_thousand | 0.000 | 0.163 | 0.311 | 0.154 | 0.355 | 0.374 | 0.620 | 0.371 | 0.642 | 0.209 | 0.368 | 0.225 | 0.431 | 0.710 | 1.000 | 0.684 | -0.026 | 0.392 | 0.660 | 0.301 | 0.552 | 0.638 | 0.910 | 0.004 | 0.331 | -0.248 | 0.251 |
| new_tests_smoothed | 0.026 | 0.626 | 0.355 | 0.728 | 0.441 | 0.719 | 0.510 | 0.737 | 0.517 | 0.557 | 0.394 | 0.615 | 0.440 | 0.982 | 0.684 | 1.000 | -0.019 | 0.770 | 0.564 | 0.702 | 0.504 | 0.932 | 0.651 | 0.735 | 0.310 | 0.844 | 0.540 |
| reproduction_rate | 0.137 | -0.145 | -0.195 | -0.182 | -0.271 | 0.322 | 0.291 | 0.310 | 0.252 | 0.123 | 0.106 | 0.173 | 0.136 | -0.003 | -0.026 | -0.019 | 1.000 | 0.103 | 0.014 | 0.034 | -0.044 | -0.114 | -0.116 | -0.066 | -0.082 | -0.060 | -0.120 |
| total_cases | 0.152 | 0.840 | 0.683 | 0.864 | 0.704 | 0.832 | 0.644 | 0.901 | 0.653 | 0.783 | 0.654 | 0.855 | 0.704 | 0.750 | 0.392 | 0.770 | 0.103 | 1.000 | 0.738 | 0.967 | 0.704 | 0.825 | 0.495 | 0.859 | 0.570 | 0.863 | 0.664 |
| total_cases_per_million | 0.205 | 0.610 | 0.733 | 0.547 | 0.729 | 0.566 | 0.728 | 0.629 | 0.858 | 0.454 | 0.592 | 0.563 | 0.747 | 0.605 | 0.660 | 0.564 | 0.014 | 0.738 | 1.000 | 0.595 | 0.942 | 0.702 | 0.747 | 0.603 | 0.752 | 0.491 | 0.723 |
| total_deaths | 0.176 | 0.833 | 0.543 | 0.852 | 0.573 | 0.796 | 0.527 | 0.848 | 0.512 | 0.794 | 0.644 | 0.850 | 0.624 | 0.682 | 0.301 | 0.702 | 0.034 | 0.967 | 0.595 | 1.000 | 0.701 | 0.730 | 0.386 | 0.812 | 0.372 | 0.853 | 0.494 |
| total_deaths_per_million | 0.269 | 0.732 | 0.690 | 0.673 | 0.697 | 0.537 | 0.678 | 0.585 | 0.781 | 0.527 | 0.627 | 0.572 | 0.748 | 0.552 | 0.552 | 0.504 | -0.044 | 0.704 | 0.942 | 0.701 | 1.000 | 0.604 | 0.624 | 0.672 | 0.594 | 0.720 | 0.661 |
| total_tests | 0.074 | 0.528 | 0.306 | 0.605 | 0.401 | 0.661 | 0.527 | 0.683 | 0.542 | 0.461 | 0.344 | 0.542 | 0.432 | 0.912 | 0.638 | 0.932 | -0.114 | 0.825 | 0.702 | 0.730 | 0.604 | 1.000 | 0.757 | 0.660 | 0.282 | 0.551 | 0.623 |
| total_tests_per_thousand | 0.139 | 0.221 | 0.358 | 0.201 | 0.394 | 0.335 | 0.564 | 0.348 | 0.601 | 0.142 | 0.303 | 0.194 | 0.384 | 0.645 | 0.910 | 0.651 | -0.116 | 0.495 | 0.747 | 0.386 | 0.624 | 0.757 | 1.000 | 0.261 | 0.490 | 0.440 | 0.538 |
| weekly_hosp_admissions | 1.000 | 0.965 | 0.840 | 0.955 | 0.833 | 0.884 | 0.582 | 0.938 | 0.652 | 0.876 | 0.691 | 0.946 | 0.775 | 0.632 | 0.004 | 0.735 | -0.066 | 0.859 | 0.603 | 0.812 | 0.672 | 0.660 | 0.261 | 1.000 | 0.728 | 0.979 | 0.749 |
| weekly_hosp_admissions_per_million | 1.000 | 0.731 | 0.930 | 0.568 | 0.883 | 0.711 | 0.874 | 0.692 | 0.913 | 0.708 | 0.853 | 0.658 | 0.890 | 0.464 | 0.331 | 0.310 | -0.082 | 0.570 | 0.752 | 0.372 | 0.594 | 0.282 | 0.490 | 0.728 | 1.000 | 0.639 | 0.936 |
| weekly_icu_admissions | 1.000 | 0.910 | 0.722 | 0.949 | 0.762 | 0.802 | 0.420 | 0.888 | 0.489 | 0.824 | 0.627 | 0.930 | 0.717 | 0.737 | -0.248 | 0.844 | -0.060 | 0.863 | 0.491 | 0.853 | 0.720 | 0.551 | 0.440 | 0.979 | 0.639 | 1.000 | 0.758 |
| weekly_icu_admissions_per_million | 1.000 | 0.632 | 0.855 | 0.682 | 0.907 | 0.765 | 0.763 | 0.732 | 0.822 | 0.752 | 0.829 | 0.699 | 0.894 | 0.580 | 0.251 | 0.540 | -0.120 | 0.664 | 0.723 | 0.494 | 0.661 | 0.623 | 0.538 | 0.749 | 0.936 | 0.758 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| iso_code | continent | location | date | total_cases | new_cases | new_cases_smoothed | total_deaths | new_deaths | new_deaths_smoothed | total_cases_per_million | new_cases_per_million | new_cases_smoothed_per_million | total_deaths_per_million | new_deaths_per_million | new_deaths_smoothed_per_million | reproduction_rate | icu_patients | icu_patients_per_million | hosp_patients | hosp_patients_per_million | weekly_icu_admissions | weekly_icu_admissions_per_million | weekly_hosp_admissions | weekly_hosp_admissions_per_million | new_tests | total_tests | total_tests_per_thousand | new_tests_per_thousand | new_tests_smoothed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | AFG | Asia | Afghanistan | 2020-02-24 | 1.0 | 1.0 | NaN | NaN | NaN | NaN | 0.026 | 0.026 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | AFG | Asia | Afghanistan | 2020-02-25 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | 0.026 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | AFG | Asia | Afghanistan | 2020-02-26 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | 0.026 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | AFG | Asia | Afghanistan | 2020-02-27 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | 0.026 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | AFG | Asia | Afghanistan | 2020-02-28 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | 0.026 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | AFG | Asia | Afghanistan | 2020-02-29 | 1.0 | 0.0 | 0.143 | NaN | NaN | 0.0 | 0.026 | 0.000 | 0.004 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | AFG | Asia | Afghanistan | 2020-03-01 | 1.0 | 0.0 | 0.143 | NaN | NaN | 0.0 | 0.026 | 0.000 | 0.004 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | AFG | Asia | Afghanistan | 2020-03-02 | 1.0 | 0.0 | 0.000 | NaN | NaN | 0.0 | 0.026 | 0.000 | 0.000 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | AFG | Asia | Afghanistan | 2020-03-03 | 2.0 | 1.0 | 0.143 | NaN | NaN | 0.0 | 0.051 | 0.026 | 0.004 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | AFG | Asia | Afghanistan | 2020-03-04 | 4.0 | 2.0 | 0.429 | NaN | NaN | 0.0 | 0.103 | 0.051 | 0.011 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| iso_code | continent | location | date | total_cases | new_cases | new_cases_smoothed | total_deaths | new_deaths | new_deaths_smoothed | total_cases_per_million | new_cases_per_million | new_cases_smoothed_per_million | total_deaths_per_million | new_deaths_per_million | new_deaths_smoothed_per_million | reproduction_rate | icu_patients | icu_patients_per_million | hosp_patients | hosp_patients_per_million | weekly_icu_admissions | weekly_icu_admissions_per_million | weekly_hosp_admissions | weekly_hosp_admissions_per_million | new_tests | total_tests | total_tests_per_thousand | new_tests_per_thousand | new_tests_smoothed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 29990 | DEU | Europe | Germany | 2021-04-25 | 3306692.0 | 15399.0 | 21595.714 | 81671.0 | 61.0 | 231.286 | 39466.893 | 183.794 | 257.755 | 974.781 | 0.728 | 2.761 | 1.05 | 5040.0 | 60.155 | NaN | NaN | NaN | NaN | 2434.938 | 29.062 | NaN | 55421229.0 | 661.478 | NaN | 201323.0 |
| 29991 | DEU | Europe | Germany | 2021-04-26 | 3312653.0 | 5961.0 | 20788.000 | 82009.0 | 338.0 | 236.571 | 39538.040 | 71.147 | 248.114 | 978.815 | 4.034 | 2.824 | 1.03 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29992 | DEU | Europe | Germany | 2021-04-27 | 3338564.0 | 25911.0 | 20004.286 | 82325.0 | 316.0 | 235.000 | 39847.300 | 309.260 | 238.760 | 982.587 | 3.772 | 2.805 | 1.02 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29993 | DEU | Europe | Germany | 2021-04-28 | 3366827.0 | 28263.0 | 20562.714 | 82588.0 | 263.0 | 235.714 | 40184.632 | 337.332 | 245.425 | 985.726 | 3.139 | 2.813 | 1.01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29994 | DEU | Europe | Germany | 2021-04-29 | 3391039.0 | 24212.0 | 19490.000 | 82865.0 | 277.0 | 237.429 | 40473.613 | 288.981 | 232.622 | 989.032 | 3.306 | 2.834 | 1.00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29995 | DEU | Europe | Germany | 2021-04-30 | 3405365.0 | 14326.0 | 18356.286 | 83097.0 | 232.0 | 229.286 | 40644.601 | 170.987 | 219.091 | 991.801 | 2.769 | 2.737 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29996 | GHA | Africa | Ghana | 2020-03-14 | 3.0 | 3.0 | NaN | NaN | NaN | NaN | 0.097 | 0.097 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29997 | GHA | Africa | Ghana | 2020-03-15 | 6.0 | 3.0 | NaN | NaN | NaN | NaN | 0.193 | 0.097 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29998 | GHA | Africa | Ghana | 2020-03-16 | 6.0 | 0.0 | NaN | NaN | NaN | NaN | 0.193 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29999 | GHA | Africa | Ghana | 2020-03-17 | 7.0 | 1.0 | NaN | NaN | NaN | NaN | 0.225 | 0.032 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 143.0 | 0.005 | NaN | NaN |